basic EDA

Plot

EHF plot

##  [1] 2021 2023 2009 1942 1998 1941 1961 1963 2003 1983 2007 2008 2006

plot 90th compare different based year

plot certain year temp dist vs baseline 90th

plot 90th (blue) vs all year temp dist (grey). Based line is all year.

Analyze the hw

prepare for the data

## # A tibble: 40 × 7
##    Month   Day Percentile_90 MAX_TEMP_YEAR DayOfYear Condition Cumulative_Count
##    <int> <int>         <dbl>         <dbl>     <dbl> <lgl>                <dbl>
##  1     1     3          9.52          12.2         3 TRUE                     1
##  2     1     4         10             12.3         4 TRUE                     2
##  3     1    10         10.6           12.6        10 TRUE                     1
##  4     1    11         10.7           11.6        11 TRUE                     2
##  5     1    12         11.1           11.7        12 TRUE                     3
##  6     1    13         11.1           11.5        13 TRUE                     4
##  7     3    16         15.6           16.8        75 TRUE                     1
##  8     3    17         15.6           18.9        76 TRUE                     2
##  9     3    18         15.5           23          77 TRUE                     3
## 10     3    19         15.6           24.5        78 TRUE                     4
## # ℹ 30 more rows

plot overall count of hw through years

plot for heat map

seperate view of the heatmap

examine specific year (grep line vs 90 vs specific year)

according bar